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https://github.com/langchain-ai/langgraph.git
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Add sync support for the AsyncPostgresStore (#2673)
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@@ -155,9 +155,6 @@ class AsyncPostgresStore(AsyncBatchedBaseStore, BasePostgresStore[_ainternal.Con
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return results
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def batch(self, ops: Iterable[Op]) -> list[Result]:
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return asyncio.run_coroutine_threadsafe(self.abatch(ops), self.loop).result()
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@classmethod
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@asynccontextmanager
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async def from_conn_string(
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@@ -1,8 +1,10 @@
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# type: ignore
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import asyncio
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import itertools
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import sys
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import uuid
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from collections.abc import AsyncIterator
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from concurrent.futures import ThreadPoolExecutor
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from contextlib import asynccontextmanager
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from typing import Any, Optional
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@@ -10,7 +12,13 @@ import pytest
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from langchain_core.embeddings import Embeddings
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from psycopg import AsyncConnection
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from langgraph.store.base import GetOp, Item, ListNamespacesOp, PutOp, SearchOp
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from langgraph.store.base import (
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GetOp,
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Item,
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ListNamespacesOp,
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PutOp,
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SearchOp,
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)
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from langgraph.store.postgres import AsyncPostgresStore
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from tests.conftest import (
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DEFAULT_URI,
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@@ -63,6 +71,128 @@ async def store(request) -> AsyncIterator[AsyncPostgresStore]:
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await conn.execute(f"DROP DATABASE {database}")
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async def test_no_running_loop(store: AsyncPostgresStore) -> None:
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with pytest.raises(asyncio.InvalidStateError):
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store.put(("foo", "bar"), "baz", {"val": "baz"})
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with pytest.raises(asyncio.InvalidStateError):
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store.get(("foo", "bar"), "baz")
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with pytest.raises(asyncio.InvalidStateError):
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store.delete(("foo", "bar"), "baz")
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with pytest.raises(asyncio.InvalidStateError):
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store.search(("foo", "bar"))
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with pytest.raises(asyncio.InvalidStateError):
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store.list_namespaces(prefix=("foo",))
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with pytest.raises(asyncio.InvalidStateError):
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store.batch([PutOp(namespace=("foo", "bar"), key="baz", value={"val": "baz"})])
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with ThreadPoolExecutor(max_workers=1) as executor:
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future = executor.submit(store.put, ("foo", "bar"), "baz", {"val": "baz"})
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result = await asyncio.wrap_future(future)
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assert result is None
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future = executor.submit(store.get, ("foo", "bar"), "baz")
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result = await asyncio.wrap_future(future)
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assert result.value == {"val": "baz"}
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result = await asyncio.wrap_future(
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executor.submit(store.list_namespaces, prefix=("foo",))
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)
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async def test_large_batches(request: Any, store: AsyncPostgresStore) -> None:
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N = 100 # less important that we are performant here
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M = 10
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with ThreadPoolExecutor(max_workers=10) as executor:
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futures = []
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for m in range(M):
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for i in range(N):
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futures += [
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executor.submit(
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store.put,
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("test", "foo", "bar", "baz", str(m % 2)),
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f"key{i}",
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value={"foo": "bar" + str(i)},
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),
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executor.submit(
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store.get,
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("test", "foo", "bar", "baz", str(m % 2)),
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f"key{i}",
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),
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executor.submit(
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store.list_namespaces,
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prefix=None,
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max_depth=m + 1,
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),
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executor.submit(
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store.search,
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("test",),
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),
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executor.submit(
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store.put,
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("test", "foo", "bar", "baz", str(m % 2)),
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f"key{i}",
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value={"foo": "bar" + str(i)},
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),
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executor.submit(
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store.put,
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("test", "foo", "bar", "baz", str(m % 2)),
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f"key{i}",
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None,
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),
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]
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results = await asyncio.gather(
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*(asyncio.wrap_future(future) for future in futures)
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)
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assert len(results) == M * N * 6
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async def test_large_batches_async(store: AsyncPostgresStore) -> None:
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N = 1000
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M = 10
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coros = []
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for m in range(M):
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for i in range(N):
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coros.append(
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store.aput(
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("test", "foo", "bar", "baz", str(m % 2)),
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f"key{i}",
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value={"foo": "bar" + str(i)},
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)
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)
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coros.append(
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store.aget(
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("test", "foo", "bar", "baz", str(m % 2)),
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f"key{i}",
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)
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)
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coros.append(
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store.alist_namespaces(
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prefix=None,
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max_depth=m + 1,
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)
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)
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coros.append(
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store.asearch(
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("test",),
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)
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)
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coros.append(
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store.aput(
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("test", "foo", "bar", "baz", str(m % 2)),
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f"key{i}",
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value={"foo": "bar" + str(i)},
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)
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)
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coros.append(
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store.adelete(
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("test", "foo", "bar", "baz", str(m % 2)),
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f"key{i}",
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)
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)
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results = await asyncio.gather(*coros)
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assert len(results) == M * N * 6
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async def test_abatch_order(store: AsyncPostgresStore) -> None:
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# Setup test data
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await store.aput(("test", "foo"), "key1", {"data": "value1"})
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